Expense Assist AI
AI expense management product
An AI expense product moved from early concept through validation prototypes into a working implementation.
Context
The team had an early expense automation idea that needed clearer product logic, workflow validation, and a path from concept into something usable.
My Role
I helped shape the product logic with the team, built two validation prototypes, and then owned the final implementation using an agentic AI development workflow.
Contribution
Translated the idea into workable flows, tested the core expense-management workflow through prototypes, and carried the final build from validation into implementation.
Outcome
The team moved from exploratory idea to a working expense product with validated workflow logic and a real implementation in place.
Discuss Similar Work
If you are shaping a product, platform, or delivery problem with similar ambiguity, I am open to the right conversation.